Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 6829 |
| Missing cells | 9942 |
| Missing cells (%) | 13.2% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 587.0 KiB |
| Average record size in memory | 88.0 B |
Variable types
| NUM | 8 |
|---|---|
| CAT | 2 |
| BOOL | 1 |
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
Player has a high cardinality: 6809 distinct values | High cardinality |
Forty has 172 (2.5%) missing values | Missing |
Vertical has 1568 (23.0%) missing values | Missing |
BenchReps has 2198 (32.2%) missing values | Missing |
BroadJump has 1622 (23.8%) missing values | Missing |
Cone has 2226 (32.6%) missing values | Missing |
Shuttle has 2156 (31.6%) missing values | Missing |
Player is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2021-01-05 10:33:09.226032 |
|---|---|
| Analysis finished | 2021-01-05 10:33:26.020518 |
| Duration | 16.79 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 6809 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.4 KiB |
| Kyle Murphy | 2 |
|---|---|
| Mike Bell | 2 |
| Brandon Jones | 2 |
| Josh Allen | 2 |
| Stanford Samuels | 2 |
| Other values (6804) |
| Value | Count | Frequency (%) | |
| Kyle Murphy | 2 | < 0.1% | |
| Mike Bell | 2 | < 0.1% | |
| Brandon Jones | 2 | < 0.1% | |
| Josh Allen | 2 | < 0.1% | |
| Stanford Samuels | 2 | < 0.1% | |
| Nate Davis | 2 | < 0.1% | |
| Zach Allen | 2 | < 0.1% | |
| Daniel Thomas | 2 | < 0.1% | |
| Josh Jones | 2 | < 0.1% | |
| Nick Harris | 2 | < 0.1% | |
| Other values (6799) | 6809 | 99.7% |
Frequencies of value counts
Unique
| Unique | 6789 ? |
|---|---|
| Unique (%) | 99.4% |
Histogram of lengths of the category
Length
| Max length | 27 |
|---|---|
| Median length | 13 |
| Mean length | 12.87787377 |
| Min length | 7 |
Pos
Categorical
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.4 KiB |
| WR | |
|---|---|
| CB | |
| RB | |
| DE | |
| DT | |
| Other values (22) |
| Value | Count | Frequency (%) | |
| WR | 942 | 13.8% | |
| CB | 694 | 10.2% | |
| RB | 597 | 8.7% | |
| DE | 500 | 7.3% | |
| DT | 480 | 7.0% | |
| OT | 468 | 6.9% | |
| OLB | 424 | 6.2% | |
| QB | 384 | 5.6% | |
| TE | 378 | 5.5% | |
| OG | 377 | 5.5% | |
| Other values (17) | 1585 | 23.2% |
Frequencies of value counts
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Histogram of lengths of the category
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.040415873 |
| Min length | 1 |
Ht
Real number (ℝ≥0)
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.81461415 |
|---|---|
| Minimum | 65 |
| Maximum | 82 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 53.4 KiB |
Quantile statistics
| Minimum | 65 |
|---|---|
| 5-th percentile | 69 |
| Q1 | 72 |
| median | 74 |
| Q3 | 76 |
| 95-th percentile | 78 |
| Maximum | 82 |
| Range | 17 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.616508961 |
|---|---|
| Coefficient of variation (CV) | 0.03544703161 |
| Kurtosis | -0.4595497277 |
| Mean | 73.81461415 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.1539230461 |
| Sum | 504080 |
| Variance | 6.846119143 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) | |
| 75 | 972 | 14.2% | |
| 74 | 899 | 13.2% | |
| 76 | 859 | 12.6% | |
| 73 | 839 | 12.3% | |
| 72 | 777 | 11.4% | |
| 77 | 620 | 9.1% | |
| 71 | 603 | 8.8% | |
| 70 | 431 | 6.3% | |
| 78 | 299 | 4.4% | |
| 69 | 239 | 3.5% | |
| Other values (8) | 291 | 4.3% |
| Value | Count | Frequency (%) | |
| 65 | 1 | < 0.1% | |
| 66 | 10 | 0.1% | |
| 67 | 33 | 0.5% | |
| 68 | 78 | 1.1% | |
| 69 | 239 | 3.5% |
| Value | Count | Frequency (%) | |
| 82 | 2 | < 0.1% | |
| 81 | 4 | 0.1% | |
| 80 | 38 | 0.6% | |
| 79 | 125 | 1.8% | |
| 78 | 299 | 4.4% |
Wt
Real number (ℝ≥0)
| Distinct | 206 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 242.9799385 |
|---|---|
| Minimum | 149 |
| Maximum | 375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 53.4 KiB |
Quantile statistics
| Minimum | 149 |
|---|---|
| 5-th percentile | 186 |
| Q1 | 206 |
| median | 233 |
| Q3 | 279 |
| 95-th percentile | 320 |
| Maximum | 375 |
| Range | 226 |
| Interquartile range (IQR) | 73 |
Descriptive statistics
| Standard deviation | 44.9607657 |
|---|---|
| Coefficient of variation (CV) | 0.1850390036 |
| Kurtosis | -0.9096455909 |
| Mean | 242.9799385 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 0.5230421595 |
| Sum | 1659310 |
| Variance | 2021.470453 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 211 | 93 | 1.4% | |
| 205 | 89 | 1.3% | |
| 210 | 87 | 1.3% | |
| 204 | 86 | 1.3% | |
| 195 | 83 | 1.2% | |
| 213 | 83 | 1.2% | |
| 209 | 81 | 1.2% | |
| 193 | 81 | 1.2% | |
| 197 | 80 | 1.2% | |
| 202 | 79 | 1.2% | |
| Other values (196) | 5987 | 87.7% |
| Value | Count | Frequency (%) | |
| 149 | 1 | < 0.1% | |
| 155 | 1 | < 0.1% | |
| 156 | 1 | < 0.1% | |
| 160 | 2 | < 0.1% | |
| 163 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 375 | 1 | < 0.1% | |
| 370 | 1 | < 0.1% | |
| 369 | 2 | < 0.1% | |
| 366 | 1 | < 0.1% | |
| 364 | 1 | < 0.1% |
| Distinct | 160 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 172 |
| Missing (%) | 2.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.882804567 |
|---|---|
| Minimum | 4.22 |
| Maximum | 9.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 53.4 KiB |
Quantile statistics
| Minimum | 4.22 |
|---|---|
| 5-th percentile | 4.41 |
| Q1 | 4.54 |
| median | 4.71 |
| Q3 | 5 |
| 95-th percentile | 5.42 |
| Maximum | 9.99 |
| Range | 5.77 |
| Interquartile range (IQR) | 0.46 |
Descriptive statistics
| Standard deviation | 0.7860884918 |
|---|---|
| Coefficient of variation (CV) | 0.1609911847 |
| Kurtosis | 32.41987587 |
| Mean | 4.882804567 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 5.424068315 |
| Sum | 32504.83 |
| Variance | 0.617935117 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 4.5 | 149 | 2.2% | |
| 4.56 | 136 | 2.0% | |
| 4.65 | 135 | 2.0% | |
| 9.99 | 132 | 1.9% | |
| 4.62 | 132 | 1.9% | |
| 4.58 | 124 | 1.8% | |
| 4.52 | 122 | 1.8% | |
| 4.59 | 122 | 1.8% | |
| 4.53 | 121 | 1.8% | |
| 4.6 | 112 | 1.6% | |
| Other values (150) | 5372 | 78.7% | |
| (Missing) | 172 | 2.5% |
| Value | Count | Frequency (%) | |
| 4.22 | 2 | < 0.1% | |
| 4.24 | 1 | < 0.1% | |
| 4.26 | 1 | < 0.1% | |
| 4.27 | 3 | < 0.1% | |
| 4.28 | 5 | 0.1% |
| Value | Count | Frequency (%) | |
| 9.99 | 132 | 1.9% | |
| 6.05 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 5.99 | 1 | < 0.1% | |
| 5.86 | 1 | < 0.1% |
| Distinct | 56 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 1568 |
| Missing (%) | 23.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.88718875 |
|---|---|
| Minimum | 17.5 |
| Maximum | 46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 53.4 KiB |
Quantile statistics
| Minimum | 17.5 |
|---|---|
| 5-th percentile | 25.5 |
| Q1 | 30 |
| median | 33 |
| Q3 | 36 |
| 95-th percentile | 39.5 |
| Maximum | 46 |
| Range | 28.5 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.200382395 |
|---|---|
| Coefficient of variation (CV) | 0.1277209319 |
| Kurtosis | -0.1671683509 |
| Mean | 32.88718875 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.2014995711 |
| Sum | 173019.5 |
| Variance | 17.64321227 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 33 | 275 | 4.0% | |
| 34 | 260 | 3.8% | |
| 33.5 | 256 | 3.7% | |
| 35.5 | 247 | 3.6% | |
| 35 | 239 | 3.5% | |
| 34.5 | 237 | 3.5% | |
| 36 | 233 | 3.4% | |
| 32.5 | 233 | 3.4% | |
| 32 | 220 | 3.2% | |
| 31 | 194 | 2.8% | |
| Other values (46) | 2867 | 42.0% | |
| (Missing) | 1568 | 23.0% |
| Value | Count | Frequency (%) | |
| 17.5 | 1 | < 0.1% | |
| 19 | 1 | < 0.1% | |
| 19.5 | 3 | < 0.1% | |
| 20 | 1 | < 0.1% | |
| 20.5 | 7 | 0.1% |
| Value | Count | Frequency (%) | |
| 46 | 1 | < 0.1% | |
| 45.5 | 1 | < 0.1% | |
| 45 | 4 | 0.1% | |
| 44.5 | 2 | < 0.1% | |
| 44 | 3 | < 0.1% |
| Distinct | 45 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 2198 |
| Missing (%) | 32.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.83092205 |
|---|---|
| Minimum | 2 |
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 53.4 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 16 |
| median | 21 |
| Q3 | 25 |
| 95-th percentile | 32 |
| Maximum | 49 |
| Range | 47 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.360797387 |
|---|---|
| Coefficient of variation (CV) | 0.3053536168 |
| Kurtosis | 0.09056084225 |
| Mean | 20.83092205 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.2611579457 |
| Sum | 96468 |
| Variance | 40.4597434 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) | |
| 19 | 289 | 4.2% | |
| 21 | 282 | 4.1% | |
| 23 | 279 | 4.1% | |
| 20 | 267 | 3.9% | |
| 24 | 265 | 3.9% | |
| 22 | 265 | 3.9% | |
| 17 | 256 | 3.7% | |
| 18 | 253 | 3.7% | |
| 15 | 243 | 3.6% | |
| 25 | 221 | 3.2% | |
| Other values (35) | 2011 | 29.4% | |
| (Missing) | 2198 | 32.2% |
| Value | Count | Frequency (%) | |
| 2 | 1 | < 0.1% | |
| 3 | 2 | < 0.1% | |
| 4 | 5 | 0.1% | |
| 5 | 5 | 0.1% | |
| 6 | 10 | 0.1% |
| Value | Count | Frequency (%) | |
| 49 | 1 | < 0.1% | |
| 45 | 3 | < 0.1% | |
| 44 | 4 | 0.1% | |
| 43 | 1 | < 0.1% | |
| 42 | 4 | 0.1% |
| Distinct | 62 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 1622 |
| Missing (%) | 23.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.3312848 |
|---|---|
| Minimum | 74 |
| Maximum | 147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 53.4 KiB |
Quantile statistics
| Minimum | 74 |
|---|---|
| 5-th percentile | 97 |
| Q1 | 109 |
| median | 115 |
| Q3 | 121 |
| 95-th percentile | 128 |
| Maximum | 147 |
| Range | 73 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.319730821 |
|---|---|
| Coefficient of variation (CV) | 0.08151514117 |
| Kurtosis | 9.770462802e-05 |
| Mean | 114.3312848 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.4152172561 |
| Sum | 595323 |
| Variance | 86.85738258 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 120 | 278 | 4.1% | |
| 118 | 252 | 3.7% | |
| 117 | 235 | 3.4% | |
| 116 | 234 | 3.4% | |
| 115 | 234 | 3.4% | |
| 121 | 232 | 3.4% | |
| 119 | 210 | 3.1% | |
| 113 | 210 | 3.1% | |
| 114 | 197 | 2.9% | |
| 112 | 191 | 2.8% | |
| Other values (52) | 2934 | 43.0% | |
| (Missing) | 1622 | 23.8% |
| Value | Count | Frequency (%) | |
| 74 | 1 | < 0.1% | |
| 78 | 1 | < 0.1% | |
| 82 | 2 | < 0.1% | |
| 84 | 1 | < 0.1% | |
| 85 | 4 | 0.1% |
| Value | Count | Frequency (%) | |
| 147 | 1 | < 0.1% | |
| 141 | 3 | < 0.1% | |
| 140 | 1 | < 0.1% | |
| 139 | 3 | < 0.1% | |
| 138 | 3 | < 0.1% |
| Distinct | 294 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 2226 |
| Missing (%) | 32.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.351562025 |
|---|---|
| Minimum | 3.97 |
| Maximum | 9.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 53.4 KiB |
Quantile statistics
| Minimum | 3.97 |
|---|---|
| 5-th percentile | 6.63 |
| Q1 | 6.96 |
| median | 7.2 |
| Q3 | 7.63 |
| 95-th percentile | 9.99 |
| Maximum | 9.99 |
| Range | 6.02 |
| Interquartile range (IQR) | 0.67 |
Descriptive statistics
| Standard deviation | 0.9622254 |
|---|---|
| Coefficient of variation (CV) | 0.1308872042 |
| Kurtosis | 4.116245971 |
| Mean | 7.351562025 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.244573942 |
| Sum | 33839.24 |
| Variance | 0.9258777203 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 9.99 | 292 | 4.3% | |
| 7.09 | 76 | 1.1% | |
| 7.07 | 75 | 1.1% | |
| 7 | 67 | 1.0% | |
| 7.08 | 66 | 1.0% | |
| 6.9 | 63 | 0.9% | |
| 7.12 | 59 | 0.9% | |
| 7.15 | 58 | 0.8% | |
| 6.94 | 54 | 0.8% | |
| 6.96 | 54 | 0.8% | |
| Other values (284) | 3739 | 54.8% | |
| (Missing) | 2226 | 32.6% |
| Value | Count | Frequency (%) | |
| 3.97 | 1 | < 0.1% | |
| 3.99 | 1 | < 0.1% | |
| 4.01 | 1 | < 0.1% | |
| 4.03 | 2 | < 0.1% | |
| 4.04 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.99 | 292 | 4.3% | |
| 9.12 | 1 | < 0.1% | |
| 9.04 | 1 | < 0.1% | |
| 9 | 1 | < 0.1% | |
| 8.84 | 1 | < 0.1% |
| Distinct | 236 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 2156 |
| Missing (%) | 31.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.839659747 |
|---|---|
| Minimum | 3.73 |
| Maximum | 9.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 53.4 KiB |
Quantile statistics
| Minimum | 3.73 |
|---|---|
| 5-th percentile | 4.04 |
| Q1 | 4.21 |
| median | 4.39 |
| Q3 | 4.67 |
| 95-th percentile | 9.99 |
| Maximum | 9.99 |
| Range | 6.26 |
| Interquartile range (IQR) | 0.46 |
Descriptive statistics
| Standard deviation | 1.451087154 |
|---|---|
| Coefficient of variation (CV) | 0.2998324738 |
| Kurtosis | 7.270869814 |
| Mean | 4.839659747 |
| Median Absolute Deviation (MAD) | 0.21 |
| Skewness | 2.914848806 |
| Sum | 22615.73 |
| Variance | 2.10565393 |
| Monotocity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) | |
| 9.99 | 293 | 4.3% | |
| 4.4 | 105 | 1.5% | |
| 4.28 | 101 | 1.5% | |
| 4.21 | 94 | 1.4% | |
| 4.2 | 92 | 1.3% | |
| 4.15 | 84 | 1.2% | |
| 4.25 | 84 | 1.2% | |
| 4.18 | 82 | 1.2% | |
| 4.32 | 81 | 1.2% | |
| 4.07 | 77 | 1.1% | |
| Other values (226) | 3580 | 52.4% | |
| (Missing) | 2156 | 31.6% |
| Value | Count | Frequency (%) | |
| 3.73 | 1 | < 0.1% | |
| 3.75 | 1 | < 0.1% | |
| 3.78 | 1 | < 0.1% | |
| 3.8 | 1 | < 0.1% | |
| 3.81 | 2 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9.99 | 293 | 4.3% | |
| 8.28 | 1 | < 0.1% | |
| 8.15 | 1 | < 0.1% | |
| 8.13 | 1 | < 0.1% | |
| 8.06 | 1 | < 0.1% |
pro bowl?
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 53.4 KiB |
| 0 | |
|---|---|
| 1 | 580 |
| Value | Count | Frequency (%) | |
| 0 | 6249 | 91.5% | |
| 1 | 580 | 8.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Player | Pos | Ht | Wt | Forty | Vertical | BenchReps | BroadJump | Cone | Shuttle | pro bowl? | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | John Abraham | OLB | 76 | 252 | 4.55 | NaN | NaN | NaN | NaN | NaN | 1 |
| 1 | Shaun Alexander | RB | 72 | 218 | 4.58 | NaN | NaN | NaN | NaN | NaN | 1 |
| 2 | Darnell Alford | OT | 76 | 334 | 5.56 | 25.0 | 23.0 | 94.0 | 8.48 | 4.98 | 0 |
| 3 | Kyle Allamon | TE | 74 | 253 | 4.97 | 29.0 | NaN | 104.0 | 7.29 | 4.49 | 0 |
| 4 | Rashard Anderson | CB | 74 | 206 | 4.55 | 34.0 | NaN | 123.0 | 7.18 | 4.15 | 0 |
| 5 | Jake Arians | K | 70 | 202 | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 6 | LaVar Arrington | OLB | 75 | 250 | 4.53 | NaN | NaN | NaN | NaN | NaN | 1 |
| 7 | Corey Atkins | OLB | 72 | 237 | 4.72 | 31.0 | 21.0 | 112.0 | 7.96 | 4.39 | 0 |
| 8 | Kyle Atteberry | K | 72 | 167 | NaN | NaN | NaN | NaN | NaN | NaN | 0 |
| 9 | Reggie Austin | CB | 69 | 175 | 4.44 | 35.0 | 17.0 | 119.0 | 7.03 | 4.14 | 0 |
Last rows
| Player | Pos | Ht | Wt | Forty | Vertical | BenchReps | BroadJump | Cone | Shuttle | pro bowl? | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 6819 | Rob Windsor | DL | 76 | 285 | 4.90 | 28.5 | 21.0 | 111.0 | 7.47 | 4.44 | 0 |
| 6820 | Antoine Winfield | S | 70 | 205 | 4.45 | 36.0 | NaN | 124.0 | 9.99 | 9.99 | 1 |
| 6821 | Tristan Wirfs | OL | 77 | 322 | 4.85 | 36.5 | 24.0 | 121.0 | 7.65 | 4.68 | 0 |
| 6822 | Steven Wirtel | LS | 76 | 227 | 4.76 | 26.0 | NaN | 120.0 | 7.12 | 4.28 | 0 |
| 6823 | Charlie Woerner | TE | 77 | 245 | 4.78 | 34.5 | 21.0 | 120.0 | 7.18 | 4.46 | 0 |
| 6824 | D.J. Wonnum | DL | 77 | 254 | 4.73 | 34.5 | 20.0 | 123.0 | 7.25 | 4.44 | 0 |
| 6825 | Dom Wood-Anderson | TE | 76 | 257 | 4.92 | 35.0 | NaN | 119.0 | 9.99 | 9.99 | 0 |
| 6826 | David Woodward | LB | 74 | 235 | 4.79 | 33.5 | 16.0 | 114.0 | 7.34 | 4.37 | 0 |
| 6827 | Chase Young | DL | 77 | 265 | 9.99 | NaN | NaN | NaN | 9.99 | 9.99 | 1 |
| 6828 | Jabari Zuniga | DL | 75 | 253 | 4.64 | 33.0 | 29.0 | 127.0 | 9.99 | 9.99 | 0 |
Most frequent
| Player | Pos | Ht | Wt | Forty | Vertical | BenchReps | BroadJump | Cone | Shuttle | pro bowl? | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Yetur Gross-Matos | DL | 77 | 264 | 9.99 | 34.0 | 20.0 | 120.0 | 9.99 | 9.99 | 0 | 2 |